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Record W6974023103 · doi:10.58066/p59f-gn89

Open road - Issue 01, Summer 1976

2023· article· en· W6974023103 on OpenAlexaboutno aff

Bibliographic record

VenueUVic’s Research and Learning Repository (University of Victoria) · 2023
Typearticle
Languageen
FieldArts and Humanities
TopicAmerican Political and Social Dynamics
Canadian institutionsnot available
Fundersnot available
KeywordsGrassrootsMilitantPoliticsFrontierPower (physics)State (computer science)

Abstract

fetched live from OpenAlex

In this issue: Never say sorry to the Pentagon: a Ghandian approach to doomsday weaponry; Jailbreaks, expropriations & political bombs: hard times for Seattle's urban guerrillas; Working women organize themselves: a militant new union shakes up system; On the road; Song of the open road (Walt Whitman); Still crazy after all these years; Green politics spark children's crusade; MIR escalates resistance in Chile; SORWUC (Service, Office and Retail Workers Union of Canada): a fighting union for working women; French workers celebrate: open house at occupied factories; A.R.M. the spirit (Anti-authoritarian Revolutionary Movement); Argentine junta fears union guerrillas; Mauberism overhauls Timor; Pacific Life Community puts heat on nuclear arms; Who gets political asylum?: courts flip-flop over politics; News from nowhere; SLA (Symbionese Liberation Army) survivors fight on; Basque libertarians organize; Kansas City hosts Yippie! convention; Worm turns in Big Apple; The movement ethic; New wave of protest music: Holly Near, an intimate voice for freedom; Interview with Martin Sostre; The American Indian Movement: grassroots power builds a new nation; Official response to court ruling: super-max a cruel hoax; NCLC: left-wing facism; Urban guerrillas rock the boat in Seattle; Durruti: the people armed; Oppenheimer has high hopes for the State (book review); Wobblies in B.C.: syndicalists on the Western frontier (book review); Don't play the chords of fame: Phil Ochs.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.761
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0020.001
Scholarly communication0.0000.000
Open science0.0000.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.056
GPT teacher head0.301
Teacher spread0.245 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designNot applicable
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2023
Admission routes1
Has abstractyes

Explore more

Same venueUVic’s Research and Learning Repository (University of Victoria)Same topicAmerican Political and Social DynamicsFrench-language works237,207